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			<h1>Class OnsetsAndFrames</h1>
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						<p>Main &quot;Onsets And Frames&quot; piano transcription model class.</p>
					</div>
				</div>
			</section>
			<section class="tsd-panel tsd-hierarchy">
				<h3>Hierarchy</h3>
				<ul class="tsd-hierarchy">
					<li>
						<span class="target">OnsetsAndFrames</span>
					</li>
				</ul>
			</section>
			<section class="tsd-panel-group tsd-index-group">
				<h2>Index</h2>
				<section class="tsd-panel tsd-index-panel">
					<div class="tsd-index-content">
						<section class="tsd-index-section tsd-is-not-exported">
							<h3>Constructors</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-constructor tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#constructor" class="tsd-kind-icon">constructor</a></li>
							</ul>
						</section>
						<section class="tsd-index-section tsd-is-not-exported">
							<h3>Properties</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-property tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#chunklength" class="tsd-kind-icon">chunk<wbr>Length</a></li>
							</ul>
						</section>
						<section class="tsd-index-section tsd-is-not-exported">
							<h3>Methods</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#dispose" class="tsd-kind-icon">dispose</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#initialize" class="tsd-kind-icon">initialize</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#isinitialized" class="tsd-kind-icon">is<wbr>Initialized</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#transcribefromaudiobuffer" class="tsd-kind-icon">transcribe<wbr>From<wbr>Audio<wbr>Buffer</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#transcribefromaudiofile" class="tsd-kind-icon">transcribe<wbr>From<wbr>Audio<wbr>File</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#transcribefromaudiourl" class="tsd-kind-icon">transcribe<wbr>From<wbr>AudioURL</a></li>
								<li class="tsd-kind-method tsd-parent-kind-class tsd-is-not-exported"><a href="_transcription_model_.onsetsandframes.html#transcribefrommelspec" class="tsd-kind-icon">transcribe<wbr>From<wbr>Mel<wbr>Spec</a></li>
							</ul>
						</section>
					</div>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group tsd-is-not-exported">
				<h2>Constructors</h2>
				<section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class tsd-is-not-exported">
					<a name="constructor" class="tsd-anchor"></a>
					<h3>constructor</h3>
					<ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">new <wbr>Onsets<wbr>And<wbr>Frames<span class="tsd-signature-symbol">(</span>checkpointURL<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span>, chunkLength<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="_transcription_model_.onsetsandframes.html" class="tsd-signature-type">OnsetsAndFrames</a></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L46">transcription/model.ts:46</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p><code>OnsetsAndFrames</code> constructor.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>checkpointURL: <span class="tsd-signature-type">string</span></h5>
									<div class="tsd-comment tsd-typography">
										<div class="lead">
											<p>Path to the checkpoint directory.</p>
										</div>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagDefault value">Default value</span> chunkLength: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> =&nbsp;250</span></h5>
									<div class="tsd-comment tsd-typography">
										<div class="lead">
											<p>The length of chunks (excluding receptive field
												padding). Sequences longer than this amount will be split into batches of
											this size for processing.</p>
										</div>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <a href="_transcription_model_.onsetsandframes.html" class="tsd-signature-type">OnsetsAndFrames</a></h4>
						</li>
					</ul>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group tsd-is-not-exported">
				<h2>Properties</h2>
				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class tsd-is-not-exported">
					<a name="chunklength" class="tsd-anchor"></a>
					<h3>chunk<wbr>Length</h3>
					<div class="tsd-signature tsd-kind-icon">chunk<wbr>Length<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L39">transcription/model.ts:39</a></li>
						</ul>
					</aside>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group tsd-is-not-exported">
				<h2>Methods</h2>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
					<a name="dispose" class="tsd-anchor"></a>
					<h3>dispose</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">dispose<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L82">transcription/model.ts:82</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Disposes of any untracked <code>Tensors</code> to avoid GPU memory leaks.</p>
								</div>
							</div>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
					<a name="initialize" class="tsd-anchor"></a>
					<h3>initialize</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">initialize<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L64">transcription/model.ts:64</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Loads variables from the checkpoint and builds the model graph.</p>
								</div>
							</div>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
					<a name="isinitialized" class="tsd-anchor"></a>
					<h3>is<wbr>Initialized</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">is<wbr>Initialized<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L97">transcription/model.ts:97</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Returns true iff model is intialized.</p>
								</div>
							</div>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">boolean</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
					<a name="transcribefromaudiobuffer" class="tsd-anchor"></a>
					<h3>transcribe<wbr>From<wbr>Audio<wbr>Buffer</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">transcribe<wbr>From<wbr>Audio<wbr>Buffer<span class="tsd-signature-symbol">(</span>audioBuffer<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">AudioBuffer</span>, batchSize<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L150">transcription/model.ts:150</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Transcribes a piano performance from audio buffer.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>audioBuffer: <span class="tsd-signature-type">AudioBuffer</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>An audio buffer to transcribe.</p>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagDefault value">Default value</span> batchSize: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> =&nbsp;4</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>The number of chunks to compute in parallel. May
										need to be reduced if hitting a timeout in the browser.</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></h4>
							<p>A <code>NoteSequence</code> containing the transcribed piano performance.</p>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
					<a name="transcribefromaudiofile" class="tsd-anchor"></a>
					<h3>transcribe<wbr>From<wbr>Audio<wbr>File</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">transcribe<wbr>From<wbr>Audio<wbr>File<span class="tsd-signature-symbol">(</span>blob<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Blob</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L168">transcription/model.ts:168</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Transcribes a piano performance from an audio file.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>blob: <span class="tsd-signature-type">Blob</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>An audio file blob to transcribe.</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></h4>
							<p>A <code>NoteSequence</code> containing the transcribed piano performance.</p>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
					<a name="transcribefromaudiourl" class="tsd-anchor"></a>
					<h3>transcribe<wbr>From<wbr>AudioURL</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">transcribe<wbr>From<wbr>AudioURL<span class="tsd-signature-symbol">(</span>url<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L179">transcription/model.ts:179</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Transcribes a piano performance from an audio file ULR.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>url: <span class="tsd-signature-type">string</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>The url of the file to transcribe.</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></h4>
							<p>A <code>NoteSequence</code> containing the transcribed piano performance.</p>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
					<a name="transcribefrommelspec" class="tsd-anchor"></a>
					<h3>transcribe<wbr>From<wbr>Mel<wbr>Spec</h3>
					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class tsd-is-not-exported">
						<li class="tsd-signature tsd-kind-icon">transcribe<wbr>From<wbr>Mel<wbr>Spec<span class="tsd-signature-symbol">(</span>melSpec<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">[]</span>, parallelBatches<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/tensorflow/magenta-js/tree/master/music/src/transcription/model.ts#L113">transcription/model.ts:113</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>Transcribes a piano performance from a mel spectrogram.</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>melSpec: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">[]</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>A <a href="https://librosa.github.io/librosa/generated/librosa.feature.melspectrogram.html" class="external">mel spectrogram</a>
										shaped <code>[frame, bin]</code>.</p>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagDefault value">Default value</span> parallelBatches: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> =&nbsp;4</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>The number of convolutional batches to compute in
										parallel. May need to be reduced if hitting a timeout in the browser.</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">INoteSequence</span><span class="tsd-signature-symbol">&gt;</span></h4>
							<p>A <code>NoteSequence</code> containing the transcribed piano performance.</p>
						</li>
					</ul>
				</section>
			</section>
		</div>
		<div class="col-4 col-menu menu-sticky-wrap menu-highlight">
			<nav class="tsd-navigation primary">
				<ul>
					<li class="globals  ">
						<a href="../globals.html"><em>Globals</em></a>
					</li>
					<li class="current tsd-kind-external-module">
						<a href="../modules/_transcription_model_.html">"transcription/model"</a>
					</li>
				</ul>
			</nav>
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